I choose Mplus because there are also latent classes that I am going to build upon the fixed effect model. I believe that Mplus can do this, but could anyone give me any detailed instruction on the coding? In example in the above link, a random intercept and a random slope are estimated. What I want is different -- I want to estimate a separate fixed effect for each student. Thank you very much.